Fold 0 - Understanding why coefficient 162 was selected
Tag: JEWISH GIFTS
Selected Coefficient: 162
Taxonomy Path: 20.2
Taxonomy Name: Religious & Ceremonial > Religious Items
Products with this tag: 8
Unique residual values tried: 2
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| 162 | 2.000000 | 20.2 | 2.20 (2*71 + 20) | Religious & Ceremonial > Religious Items | Yes |
| -2923690 | 6.000000 | -52.69.11.8 | -8.11.69.52 (-(8*71^3 + 11*71^2 + 69*71 + 52)) | No |
These are the training products that have the "JEWISH GIFTS" tag (processing sequence 1522). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 9194 | All-In-One Crystal Havdalah Set - Gold with Black print | 162 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 9218 | Gartel Mehudar Crochet With Velvet Bag | 162 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 9330 | "Classic Style" 9 Branch Gold Filling Crystal Candelabra 18.5"H | 162 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 9331 | "Classic Style" 5 Branch Gold Filling Crystal Candelabra 15.5"H | 162 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 9332 | All-In-One Crystal Havdalah Set - Silver with Black print | 162 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 9345 | 5 Branch Gold-Silver Filling Crystal Candelabra | 162 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 9356 | Crystal Wine Bottle Cork "Lchaim" Gold Plates | -2923690 | 10-20 | -2923852 | none | ||
| 9357 | Crystal Wine Bottle Cork "Lchaim" Silver Plates | -2923690 | 10-20 | -2923852 | none |